Project information
- Category:
Web application, Deep Learning, LLM - Project date: 10 Dec, 2023
- Project link
- Streamlit App
Retrieval Augmented Generation (RAG) with LangChain and OpenAI
This project implements the RAG framework using OpenAI's models and LangChain's Python library.
The main focus of this project are:
- Document splitting
- Vector embedding
- Vector database
- Semantic search (similarity, maximum marginal relevance, self-query)
- Retrieval chains